Hossein Rahmani


  • The University of Western Australia (M002), 35 Stirling Highway,

    6009 Crawley


  • 196 Citations
  • 7 h-Index
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Personal profile


Dr. Hossein Rahmani is a Research Fellow in the School of Computer Science and Software Engineering (CSSE), the University of Western Australia (UWA), Perth. He obtained his PhD in Computer Vision and Machine Learning from UWA. Hossein has developed machine learning systems and various feature extraction algorithms for RGB-Depth Action Recognition. He has published research papers in high impact factor journals and reputable conferences.


Action Recognition, Event Localization, 3D Computer Vision, Pattern Recognition

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Projects 2018 2018

Research Output 2014 2018

A Guide to Convolutional Neural Networks for Computer Vision

Khan, S., Rahmani, H., Shah, S. A. A. & Bennamoun, M. 2018 Morgan & Claypool Publishers. 207 p. (Synthesis Lectures on Computer Vision; vol. 8, no. 1)

Research output: Book/ReportBook

Computer vision
Neural networks
Image classification
Sports medicine
Network layers
6 Citations

Learning a Deep Model for Human Action Recognition from Novel Viewpoints

Rahmani, H., Mian, A. & Shah, M. 1 Mar 2018 In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 3, p. 667-681 15 p., 7893732

Research output: Contribution to journalArticle

Action Recognition
Knowledge Transfer
Nonlinear Transformation
1 Citations

Learning Action Recognition Model from Depth and Skeleton Videos

Rahmani, H. & Bennamoun, M. 22 Dec 2017 Proceedings of the 2017 IEEE International Conference on Computer Vision, ICCV 2017. IEEE, Institute of Electrical and Electronics Engineers, Vol. 2017-October, p. 5833-5842 10 p. 8237883

Research output: Chapter in Book/Report/Conference proceedingConference paper


3D action recognition from novel viewpoints

Rahmani, H. & Mian, A. 2016 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. O'Conner, L. (ed.). United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2016-January, p. 1506-1515 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference paper

Data acquisition
Neural networks

3D Human Action Recognition

Rahmani, H. 2016 (Unpublished)

Research output: ThesisDoctoral Thesis

Human computer interaction